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Big Data Hadoop Certification Training Course
Apache Hadoop
Introduction to Big Data & Hadoop Fundamentals
Dimensions of Big Data
Type of Data generation
Apache ecosystem & its projects
Hadoop distributors
HDFS core concepts
Modes of Hadoop Employment
HDFS Flow architecture
HDFS MrV1 vs. MrV2 architecture
Types of Data compression techniques
Rack topology
HDFS utility commands
Min h/w requirements for cluster & property files changes
MapReduce Framework
Introduction to MapReduce
MapReduce Design flow
MapReduce Program (Job) execution
Types of Input Formats & Output Formats
MapReduce Datatypes
Performance tuning of MapReduce jobs
Counters techniques
Hands-on
Apache Hive
Introduction to Hive & features
Hive architecture flow
Types of hive tables flow
DML/DDL commands explanation
Partitioning logic
Bucketing logic
Hive script execution in shell & HUE
Hands-on
Apache Pig
Introduction to Pig Concepts
Pig modes of execution/storage concepts
Pig program logics explanation
Pig basic commands
Pig script execution in shell/HUE
Hands-on
Apache HBase
Introduction to Hbase concepts
Introduction to NoSQL/CAP theorem concepts
Hbase design/architecture flow
Hbase table commands
Hive + Hbase integration module/jars deployment
Hbase execution in shell/HUE
Hands-on
Apache Sqoop
Introduction to Sqoop concepts
Sqoop internal design/architecture
Sqoop Import statements concepts
Sqoop Export Statements concepts
Quest Data connectors flow
Incremental updating concepts
Creating a database in MySQL for importing to HDFS
Sqoop commands execution in shell/HUE
Hands-on
Apache Flume
Introduction to Flume & features
Flume topology & core concepts
Property file parameters logic
Hands-on
Apache HUE
Introduction to Hue Design
Hue architecture flow/UI interface
Hands-on
Apache Zookeeper
Introduction to zookeeper concepts
Zookeeper principles & usage in the Hadoop Framework
Basics of Zookeeper
Hands-on
Administration concepts
Principles of Hadoop Administration & its Importance
Hadoop admin commands explanation
Balancer concepts
Rolling upgrade mechanism explanation
Hands-on
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